• Openreach says two AI tools are helping prevent more than 3,000 full-fibre order cancellations each month when installations become complicated
  • Crystal Ball predicts likely remedial work and whether completion will take less or more than ten days, while Ask Me Anything answers customer questions

The fact

Openreach said on 15 September that two artificial-intelligence tools used when full-fibre installations become complicated are helping prevent more than 3,000 order cancellations each month. Most Fibre-to-the-Premises installations complete normally, Openreach says, but some encounter blocked ducts, additional construction requirements or survey findings that change the work needed. Crystal Ball analyses information after an engineer reports a problem and predicts the likely remedial work and whether completion is expected to take less or more than ten days.

A second tool, Ask Me Anything, allows customers to ask questions about their installation in ordinary language. Openreach says the two tools help reduce uncertainty and unnecessary contact while delayed work is arranged. The 3,000 figure is Openreach's own measure. The company has not published the total number of complex orders using the tools, Crystal Ball's prediction accuracy or an independent comparison of cancellation rates.

The assessment

When an installation hits a blocked duct or a survey uncovers extra work, the customer can be left waiting without knowing what happens next. Openreach is using the two tools to explain the problem and give a clearer estimate of how long the remedial work may take, with the aim of stopping customers from cancelling before engineers finish the job.

That estimate has to keep pace with what is happening in the field. Crystal Ball draws on engineer reports, survey information and network data, but installation work can change once crews return to site. If the timetable moves, the customer needs to hear that quickly rather than continue relying on an earlier prediction.

For BTW readers, a retained order still has to become a live connection. Openreach will need to show that more difficult installations are reaching service, without longer backlogs or repeated changes to promised dates. Completion times, revised estimates and repeat customer contacts would give a clearer picture of whether the tools are actually helping problem orders get finished.

What to watch

Watch for Openreach to publish cancellation and completion rates for complex orders, alongside Crystal Ball's prediction accuracy. Changes to estimated completion windows and repeat-contact volumes would show whether customers are receiving reliable information. Engineering backlogs will also matter because better communication cannot complete the civil work required to clear blocked ducts or other installation problems.